 Yuanqing ZHAOandYuanqing Zhao
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7e6a0515f9
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perf(cuvs): optimize filters, rebuilds, concurrency, and memory (#3092)
* perf(cuvs): fast-path cached native filter routes
* perf(cuvs): parallelize auto filter preflight
* perf(cuvs): add search route telemetry
* test(cuvs): use a valid telemetry vector dimension
* perf(cuvs): reuse native filter preflight results
* perf(cuvs): allow concurrent snapshot searches
* perf(cuvs): coalesce optional background rebuilds
* perf(cuvs): coordinate per-GPU build admission
* perf(cuvs): add opt-in float16 search
* build(cuvs): support vector benchmark harnesses
* perf(cuvs): bound concurrent GPU searches
* perf(cuvs): avoid partial background rebuilds
* fix(cuvs): address rebuild and telemetry review feedback
* fix(cuvs): defer rebuild until index initialization
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Co-authored-by: Yuanqing Zhao <2604121+yuanqingz@users.noreply.github.com>
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2026-07-10 17:22:34 +08:00 |
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Yuanqing ZHAOandYuanqing Zhao
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39c778c953
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feat: add cuVS vector search backend (#2974)
* feat: add cuVS vector search backend
* docs: add agent memory benchmark strategy
* bench: add cuVS index performance harness
* bench: add public ANN dataset tuning
* docs: record preliminary cuVS index results
* docs: clarify warm index latency
* docs: order cuVS before qdrant
* bench: aggregate independent index runs
* bench: order aggregate variants consistently
* docs: add repeatable index scaling results
* bench: add collection lifecycle benchmark
* docs: add collection lifecycle results
* perf: cache prepared cuvs filters
* docs: report prepared filter cache results
* bench: add async vector concurrency benchmark
* bench: aggregate service concurrency runs
* docs: add async concurrency results
* docs: clarify cuVS dtype behavior
* feat: add memory-aware cuVS auto mode
* feat: reuse native filters for cuVS search
* docs: publish cuVS integration plan as Markdown
* fix: route selective filters before cuVS rebuild
* docs: record selective-first routing results
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Co-authored-by: Yuanqing Zhao <2604121+yuanqingz@users.noreply.github.com>
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2026-07-07 12:21:10 +08:00 |
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